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AI Risk Comparison

Software Developers vs Database Administrators

Compare AI replacement risk, automatable work, resilient skills, and potential career pivots for both occupations.

Safer role
Database Administrators
Higher risk
Software Developers
Risk gap
2 points
TechnologyO*NET: 15-1252.00

Software Developers

Research, design, and develop computer and network software or specialized utility programs. Analyze user needs and develop software solutions, applying principles and techniques of computer science, engineering, and mathematical analysis. Update software or enhance existing software capabilities. May work with computer hardware engineers to integrate hardware and software systems, and develop specifications and performance requirements. May maintain databases within an application area, working individually or coordinating database development as part of a team.

AI Risk Score

55/100
Medium

Moderate risk: AI can reshape important parts of the role.

Automation factors

  • Develop or direct software system testing or validation procedures, programming, or documentation.
  • Prepare reports or correspondence concerning project specifications, activities, or status.
  • Store, retrieve, and manipulate data for analysis of system capabilities and requirements.
  • Working with Computers
  • Processing Information

Top skills

Programming4.00/5
Critical Thinking3.88/5
Judgment and Decision Making3.62/5
Reading Comprehension3.50/5
Active Learning3.50/5

Recommended career pivots

Computer Systems Engineers/Architects51/100Computer Systems Analysts44/100Software Quality Assurance Analysts and Testers58/100Computer Programmers53/100Database Administrators53/100
TechnologyO*NET: 15-1242.00

Database Administrators

Administer, test, and implement computer databases, applying knowledge of database management systems. Coordinate changes to computer databases. Identify, investigate, and resolve database performance issues, database capacity, and database scalability. May plan, coordinate, and implement security measures to safeguard computer databases.

AI Risk Score

53/100
Medium

Moderate risk: AI can reshape important parts of the role.

Automation factors

  • Modify existing databases and database management systems or direct programmers and analysts to make changes.
  • Plan, coordinate, and implement security measures to safeguard information in computer files against accidental or unauthorized damage, modification or disclosure.
  • Plan and install upgrades of database management system software to enhance database performance.
  • Working with Computers
  • Analyzing Data or Information

Top skills

Critical Thinking3.88/5
Complex Problem Solving3.88/5
Reading Comprehension3.75/5
Active Listening3.75/5
Judgment and Decision Making3.75/5

Recommended career pivots

Database Architects57/100Computer Systems Analysts44/100Network and Computer Systems Administrators51/100Software Developers55/100Computer Systems Engineers/Architects51/100

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